ΔE00 VAL report

Run Summary
Checkpoint: ./checkpoints/results/no-bg2/full/late__resnet18__image+meta__-focus-__layersnone__ts-2__s101__model=late__backbone=resnet18__features=image+meta/late_resnet18_e055_de002.5114.pt
Modellate
Backboneresnet18
Featuresimage+meta
Included folders['focus']
Color spacergb
Epochs100
Batch size32
Seed101
Token stage
Pretrained
Optimizer
LR0.001
LR schedule
Weight decay0.0001

Overview

count315
mean2.51142
std2.09209
median2.01929
mad0.828843
q11.32703
q33.06881
iqr1.74178
cv0.833028
p50.638959
p251.32703
p502.01929
p753.06881
p904.35778
p956.16285
p9912.8564
p90_minus_p103.50785
p95_minus_p55.52389

Histogram: overall

Histogram: zoom

Per-folder stats

foldercountmeanstdmedianmadiqrcvp5p25p50p75p90p95p99p90_minus_p10p95_minus_p5
focus/samsung/samsung-6211.428440.8110241.379080.590251.068060.5677710.4231860.7888331.379081.856892.378453.110493.128721.925122.6873
focus/iphone/iphone-10211.883240.9941331.539190.3868780.8822410.5278830.7313471.300021.539192.182262.566293.937644.830821.413983.20629
focus/pixel/pixel-8211.896230.9825461.6420.5967731.055250.5181580.6575731.243451.6422.298693.193314.121844.181872.269273.46427
focus/pixel/pixel-9211.937841.052061.72690.6999881.478860.5429060.4259021.086951.72692.565813.10923.246194.272762.355082.82029
focus/samsung/samsung-7211.995371.191651.712150.6317061.535450.5972040.6309571.085841.712152.62133.193384.347375.002112.55573.71642
focus/samsung/samsung-10212.154161.283092.241910.565091.280090.5956310.5831381.32772.241912.607793.457353.668775.735472.819763.08563
focus/samsung/samsung-8212.340692.493251.830910.4596080.8184261.065180.9666471.37131.830912.189733.160843.2900811.07342.136182.32344
focus/iphone/iphone-11212.589841.735212.081931.065321.641430.6700090.8368451.642932.081933.284353.641376.674687.333692.799515.83784
focus/iphone/iphone-12212.707091.137932.651280.8961641.725070.4203530.9786521.675542.651283.400613.955924.631465.102962.565833.65281
focus/pixel/pixel-5212.785131.73312.187540.713221.778110.622271.06991.711352.187543.489464.029597.14967.594482.711416.0797
focus/samsung/samsung-9212.868181.795862.058220.496461.434080.6261311.231341.883872.058223.317964.364725.854258.545782.802964.62291
focus/iphone/iphone-13212.941153.875681.426360.6262511.526281.317750.6475551.101121.426362.62744.4847213.806914.84313.7396713.1594
focus/pixel/pixel-6213.114841.93382.604961.549372.495940.6208340.9711921.705882.604964.201825.237166.124588.017134.214455.15339
focus/pixel/pixel-7213.206192.48552.517850.935572.638590.7752190.8384171.64672.517854.285295.852826.6011710.8054.877135.76276
focus/iphone/iphone-9213.822963.388562.472670.9416512.302110.8863711.287431.635082.472673.937197.7989711.194613.59686.419849.90719

Outliers (largest ΔE00)

folderbasenameΔE00previewmetadata (|z|≥3)
focus/iphone/iphone-13 135 15.1022
cropped
original
no unusual numeric metadata
focus/iphone/iphone-9 128 14.1973
cropped
original
no unusual numeric metadata
focus/iphone/iphone-13 136 13.8069
cropped
original
no unusual numeric metadata
focus/samsung/samsung-8 128 13.0193
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 136 11.8560
cropped
original
no unusual numeric metadata
focus/iphone/iphone-9 089 11.1946
cropped
original
no unusual numeric metadata
focus/samsung/samsung-9 086 9.2187
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 136 8.4903
cropped
original
no unusual numeric metadata
focus/iphone/iphone-9 079 7.7990
cropped
original
no unusual numeric metadata
focus/pixel/pixel-5 089 7.7057
cropped
original
no unusual numeric metadata
focus/iphone/iphone-11 066 7.4984
cropped
original
no unusual numeric metadata
focus/pixel/pixel-5 117 7.1496
cropped
original
no unusual numeric metadata
focus/iphone/iphone-11 089 6.6747
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 085 6.6012
cropped
original
no unusual numeric metadata
focus/iphone/iphone-9 127 6.3653
cropped
original
no unusual numeric metadata
focus/samsung/samsung-10 128 6.2521
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 135 6.1246
cropped
original
no unusual numeric metadata
focus/samsung/samsung-9 085 5.8542
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 127 5.8528
cropped
original
no unusual numeric metadata
focus/iphone/iphone-9 117 5.4139
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 058 5.2372
cropped
original
no unusual numeric metadata
focus/iphone/iphone-12 086 5.2208
cropped
original
no unusual numeric metadata
focus/samsung/samsung-7 066 5.1658
cropped
original
no unusual numeric metadata
focus/iphone/iphone-10 127 5.0541
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 128 4.7877
cropped
original
no unusual numeric metadata
focus/iphone/iphone-12 066 4.6315
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 135 4.6163
cropped
original
no unusual numeric metadata
focus/pixel/pixel-9 135 4.5294
cropped
original
no unusual numeric metadata
focus/iphone/iphone-13 089 4.4847
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 117 4.4224
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 117 4.3917
cropped
original
no unusual numeric metadata
focus/samsung/samsung-9 135 4.3647
cropped
original
no unusual numeric metadata
focus/samsung/samsung-7 085 4.3474
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 002 4.2853
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 127 4.2018
cropped
original